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Feature Selection Methods for Robust Decoding of Finger Movements in a Non-human Primate

Objective: The performance of machine learning algorithms used for neural decoding of dexterous tasks may be impeded due to problems arising when dealing with high-dimensional data. The objective of feature selection algorithms is to choose a near-optimal subset of features from the original feature...

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Detalhes bibliográficos
Publicado no:Front Neurosci
Main Authors: Padmanaban, Subash, Baker, Justin, Greger, Bradley
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5807908/
https://ncbi.nlm.nih.gov/pubmed/29467602
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2018.00022
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